Yiqing Huang
Data Scientist
California, United States
Summary
👤
Senior🎓
Top SchoolYiqing Huang is a Data Science Manager based in Shanghai with a decade of experience turning large-scale web and product data into actionable insights for consumer internet brands like Gucci and SupplyFrame. With an MS in Statistics from UC San Diego and a PhD in Electronic Engineering from Tsinghua, she blends rigorous academic research in NLP and visual captioning with pragmatic machine learning and engineering skills in Python, MongoDB, and production pipelines. She has led projects spanning user behavior analysis, multi-label document classification, bot detection, and innovative pricing models, consistently moving models from exploration to deployment. Known for coupling statistical depth with engineering practicality, she mentors teams to apply unsupervised and supervised methods to noisy, real-world logs. An unusual strength is her cross-disciplinary background in finance and mathematics, which helps her translate complex technical findings into business impact.
10 years of coding experience
Bachelor of Arts - BA, Finance, Bachelor of Arts - BA, Finance at Wuhan UniversityUniversity of California San Diego
English, Chinese
Github Skills (16)
java8
python7
machine-learning7
cntk7
computer-vision6
deep-learning6
tensorflow5
neural-network5
pytorch5
deep-neural-networks4
microsoft4
bottom-up2
bottom2
reimplementation2
object-detection1
Programming languages (4)
Github contributions (5)
RubickH/Image-Captioning-with-MAD-and-SAP
Jan 2020 - Apr 2020
Contributions:29 commits, 36 pushes, 1 branch in 3 months
RubickH/hello-world
Apr 2016 - Apr 2016
Contributions:2 PRs, 2 pushes, 2 branches in 1 day
pythonfirst-repository
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